A Liquid Chromatography-Mass Spectrometry-Based Metabolome Database for Tomato1

For the description of the metabolome of an organism, the development of common metabolite databases is of utmost importance. Here we present the Metabolome Tomato Database (MoTo DB), a metabolite database dedicated to liquid chromatography-mass spectrometry (LC-MS)- based metabolomics of tomato fruit (Solanum lycopersicum). A reproducible analytical approach consisting of reversed-phase LC coupled to quadrupole time-of-flight MS and photodiode array detection (PDA) was developed for large-scale detection and identification of mainly semipolar metabolites in plants and for the incorporation of the tomato fruit metabolite data into the MoTo DB. Chromatograms were processed using software tools for mass signal extraction and alignment, and intensity-dependent accurate mass calculation. The detected masses were assigned by matching their accurate mass signals with tomato compounds reported in literature and complemented, as much as possible, by PDA and MS/MS information, as well as by using reference compounds. Several novel compounds not previously reported for tomato fruit were identified in this manner and added to the database. The MoTo DB is available at http://appliedbioinformatics.wur.nl and contains all information so far assembled using this LC-PDA-quadrupole time-of-flight MS platform, including retention times, calculated accurate masses, PDA spectra, MS/MS fragments, and literature references. Unbiased metabolic profiling and comparison of peel and flesh tissues from tomato fruits validated the applicability of the MoTo DB, revealing that all flavonoids and α-tomatine were specifically present in the peel, while several other alkaloids and some particular phenylpropanoids were mainly present in the flesh tissue.

[1]  M. Friedman,et al.  Preparation and Characterization of Acid Hydrolysis Products of the Tomato Glycoalkaloid α-Tomatine , 1998 .

[2]  G. Gall,et al.  Characterization and content of flavonoid glycosides in genetically modified tomato (Lycopersicon esculentum) fruits. , 2003, Journal of agricultural and food chemistry.

[3]  M. Friedman,et al.  Structure of the Tomato Glycoalkaloid Tomatidenol-3-β-lycotetraose (Dehydrotomatine) , 1997 .

[4]  A. Chesson,et al.  Phenolic compounds, lycopene and antioxidant activity in commercial varieties of tomato (Lycopersicum esculentum) , 2002 .

[5]  U. Justesen,et al.  Quantitative analysis of flavonols, flavones, and flavanones in fruits, vegetables and beverages by high-performance liquid chromatography with photo-diode array and mass spectrometric detection. , 1998, Journal of chromatography. A.

[6]  P. Schmitt‐Kopplin,et al.  Determination of glycoalkaloids and relative aglycones by nonaqueous capillary electrophoresis coupled with electrospray ionization‐ion trap mass spectrometry , 2002, Electrophoresis.

[7]  B. Winkel-Shirley,et al.  Biosynthesis of flavonoids and effects of stress. , 2002, Current opinion in plant biology.

[8]  Peter C. H. Hollman,et al.  Content of potentially anticarcinogenic flavonoids of 28 vegetables and 9 fruits commonly consumed in the Netherlands , 1992 .

[9]  G. Le Gall,et al.  Metabolite profiling of tomato (Lycopersicon esculentum) using 1H NMR spectroscopy as a tool to detect potential unintended effects following a genetic modification. , 2003, Journal of agricultural and food chemistry.

[10]  Ö. Tokuşoğlu,et al.  HPLC-UV AND GC-MS CHARACTERIZATION OF THE FLAVONOL AGLYCONS QUERCETIN, KAEMPFEROL, AND MYRICETIN IN TOMATO PASTES AND OTHER TOMATO-BASED PRODUCTS , 2003 .

[11]  R. Bino,et al.  The light-hyperresponsive high pigment-2dg mutation of tomato: alterations in the fruit metabolome. , 2005, The New phytologist.

[12]  M. Petró‐Turza,et al.  Flavor of tomato and tomato products , 1986 .

[13]  Ludger Wessjohann,et al.  Profiling of Arabidopsis Secondary Metabolites by Capillary Liquid Chromatography Coupled to Electrospray Ionization Quadrupole Time-of-Flight Mass Spectrometry1 , 2004, Plant Physiology.

[14]  S. Yahara,et al.  Lycoperosides A-C, three stereoisomeric 23-acetoxyspirosolan-3β-ol β-lycotetraosides from Lycopersicon esculentum , 1996 .

[15]  M. Friedman Tomato glycoalkaloids: role in the plant and in the diet. , 2002, Journal of agricultural and food chemistry.

[16]  D. R. Wagner,et al.  Activation Tagging in Tomato Identifies a Transcriptional Regulator of Anthocyanin Biosynthesis, Modification, and Transport Article, publication date, and citation information can be found at www.plantcell.org/cgi/doi/10.1105/tpc.012963. , 2003, The Plant Cell Online.

[17]  T. Nohara,et al.  Tomato steroidal alkaloid glycosides, esculeosides A and B, from ripe fruits , 2004 .

[18]  R. D. Hall,et al.  A non-directed approach to the differential analysis of multiple LC–MS-derived metabolic profiles , 2005, Metabolomics.

[19]  J. Buta,et al.  Endogenous Levels of Phenolics in Tomato Fruit during Growth and Maturation , 1997, Journal of Plant Growth Regulation.

[20]  Richard A Dixon,et al.  Phytochemistry meets genome analysis, and beyond. , 2003, Phytochemistry.

[21]  Kazuki Saito,et al.  Potential of metabolomics as a functional genomics tool. , 2004, Trends in plant science.

[22]  Yury Tikunov,et al.  A Novel Approach for Nontargeted Data Analysis for Metabolomics. Large-Scale Profiling of Tomato Fruit Volatiles1[w] , 2005, Plant Physiology.

[23]  Francesco Giuffrida,et al.  Nutritional value of cherry tomatoes (Lycopersicon esculentum Cv. Naomi F1) harvested at different ripening stages. , 2002, Journal of agricultural and food chemistry.

[24]  M. Friedman,et al.  .alpha.-Tomatine Determination in Tomatoes by HPLC using Pulsed Amperometric Detection , 1994 .

[25]  M. Krause,et al.  Bestimmung von Naringenin und Naringenin-Chalkon in Tomatenschalen mit RP-HPLC nach Festphasenextraktion , 1992 .

[26]  Alan Crozier,et al.  Quantitative analysis of the flavonoid content of commercial tomatoes , 1997 .

[27]  J. Macheix,et al.  Quinyl esters and glucose derivatives of hydroxycinnamic acids during growth and ripening of tomato fruit , 1981 .

[28]  Jean-Luc Wolfender,et al.  Liquid chromatography with ultraviolet absorbance-mass spectrometric detection and with nuclear magnetic resonance spectroscopy: a powerful combination for the on-line structural investigation of plant metabolites. , 2003, Journal of chromatography. A.

[29]  J. Myers,et al.  Characterization and inheritance of the Anthocyanin fruit (Aft) tomato. , 2003, The Journal of heredity.

[30]  Jonathan D. G. Jones,et al.  Patterns of Dwarf expression and brassinosteroid accumulation in tomato reveal the importance of brassinosteroid synthesis during fruit development. , 2005, The Plant journal : for cell and molecular biology.

[31]  R. Dixon,et al.  Plant metabolomics: large-scale phytochemistry in the functional genomics era. , 2003, Phytochemistry.

[32]  P. Mattila,et al.  Determination of free and total phenolic acids in plant-derived foods by HPLC with diode-array detection. , 2002, Journal of agricultural and food chemistry.

[33]  K. Herrmann,et al.  Über die Phenolsäuren des Gemüses , 1975 .

[34]  M. Clifford,et al.  Hierarchical scheme for LC-MSn identification of chlorogenic acids. , 2003, Journal of agricultural and food chemistry.

[35]  S. Yahara,et al.  Cytotoxic major saponin from tomato fruits. , 2003, Chemical & pharmaceutical bulletin.

[36]  S. Bozonnet,et al.  Occurrence of flavonols in tomatoes and tomato-based products. , 2000, Journal of agricultural and food chemistry.

[37]  Jacques Vervoort,et al.  LC-UV-solid-phase extraction-NMR-MS combined with a cryogenic flow probe and its application to the identification of compounds present in Greek oregano. , 2003, Analytical chemistry.

[38]  K. Herrmann,et al.  Vorkommen von 1-O-Hydroxicinnamyl-β-d-glucosen im Gemüse , 1982 .

[39]  S. Yahara,et al.  Steroidal alkaloid glycosides from tomato (Lycopersicon esculentum). , 2004, Journal of natural products.

[40]  P. D. P. Taylor,et al.  Isotopic Compositions of the Elements 1997 , 1998 .

[41]  D. Schomburg,et al.  GC–MS libraries for the rapid identification of metabolites in complex biological samples , 2005, FEBS letters.

[42]  V. Rizzo,et al.  A fully automated method for accurate mass determination using high-performance liquid chromatography with a quadrupole/orthogonal acceleration time-of-flight mass spectrometer. , 2004, Rapid communications in mass spectrometry : RCM.

[43]  E. Baker,et al.  Phenolic constituents of tomato fruit cuticles , 1980 .

[44]  A. Bovy,et al.  Overexpression of petunia chalcone isomerase in tomato results in fruit containing increased levels of flavonols , 2001, Nature Biotechnology.

[45]  K. Herrmann,et al.  Esters and glucosides of hydroxycinnamic acids in vegetables , 1986 .

[46]  E. Schijlen,et al.  High-Flavonol Tomatoes Resulting from the Heterologous Expression of the Maize Transcription Factor Genes LC and C1 Article, publication date, and citation information can be found at www.plantcell.org/cgi/doi/10.1105/tpc.004218. , 2002, The Plant Cell Online.

[47]  M. Friedman,et al.  Tomatine, chlorophyll, β-carotene and lycopene content in tomatoes during growth and maturation , 2003 .

[48]  H. Ashida,et al.  Simultaneous determination of all polyphenols in vegetables, fruits, and teas. , 2003, Journal of agricultural and food chemistry.

[49]  D. Leibfritz,et al.  Complete assignment and conformational studies of tomatine and tomatidine , 1992 .

[50]  C. Gardana,et al.  Polyphenol Pattern and Antioxidant Activity of Different Tomato Lines and Cultivars , 2003, Annals of Nutrition and Metabolism.

[51]  T. Nohara,et al.  Tomato new sapogenols, isoesculeogenin A and esculeogenin B. , 2005, Chemical & pharmaceutical bulletin.